Argument Relation Mining task approached using Transformer architectures and the US2016 corpus for training and cross-domain corpora for evaluation.
Code used for the "Transformer-Based Models for Automatic Detection of Argument Relations: A Cross-Domain Evaluation" paper.
RoBERTa model available in https://huggingface.co/raruidol/ArgumentMining-EN-ARI-US2016
Cite:
@article{ruiz2021transformer,
title={Transformer-based models for automatic identification of argument relations: A cross-domain evaluation},
author={Ruiz-Dolz, Ramon and Alemany, Jose and Heras, Stella and Garcia-Fornes, Ana},
journal={IEEE Intelligent Systems},
year={2021},
publisher={IEEE}
}